{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "d6ca93ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "#!/usr/bin/python\n",
    "# encoding: utf-8\n",
    "\n",
    "\n",
    "from __future__ import print_function\n",
    "\n",
    "from time import time\n",
    "import logging\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.datasets import fetch_lfw_people\n",
    "from sklearn.model_selection import GridSearchCV\n",
    "from sklearn.metrics import classification_report\n",
    "from sklearn.metrics import confusion_matrix\n",
    "from sklearn.decomposition import PCA\n",
    "from sklearn.svm import SVC\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei'] #指定默认字体\n",
    "plt.rcParams['axes.unicode_minus'] = False #解决保存图像是负号'-'显示为方块的问题\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "ec1e92f6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "people_face = fetch_lfw_people(min_faces_per_person=70, resize=0.4)\n",
    "\n",
    "fig, ax = plt.subplots(3, 5)\n",
    "for i, axi in enumerate(ax.flat):\n",
    "    axi.imshow(people_face.images[i], cmap='bone')\n",
    "    axi.set(xticks=[], yticks=[],\n",
    "            xlabel=people_face.target_names[people_face.target[i]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "476338b8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "*************总数据集大小**********************\n",
      "**图数量: 1288\n",
      "**特征向量数: 1850\n",
      "**人数: 7\n",
      "*************总数据集大小**********************\n"
     ]
    }
   ],
   "source": [
    "n_samples, h, w = people_face.images.shape\n",
    "\n",
    "X = people_face.data\n",
    "n_features = X.shape[1]\n",
    "\n",
    "y = people_face.target\n",
    "\n",
    "target_names = people_face.target_names\n",
    "n_classes = target_names.shape[0]\n",
    "\n",
    "print(\"*************总数据集大小**********************\")\n",
    "print(\"**图数量: %d\" % n_samples)\n",
    "print(\"**特征向量数: %d\" % n_features)\n",
    "print(\"**人数: %d\" % n_classes)\n",
    "print(\"*************总数据集大小**********************\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "5e9c5ae1",
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train, X_test, y_train, y_test = train_test_split(\n",
    "X, y, test_size=0.25)\n",
    "\n",
    "n_components = 150\n",
    "\n",
    "pca = PCA(n_components=n_components, whiten=True).fit(X_train)\n",
    "eigenfaces = pca.components_.reshape((n_components, h, w))\n",
    "\n",
    "X_train_pca = pca.transform(X_train)\n",
    "X_test_pca = pca.transform(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "72411879",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "训练SVM分类模型开始\n",
      "SVM训练结束，结果如下：SVM训练用时 13.690s\n",
      "SVC(C=1000.0, class_weight='balanced', gamma=0.005)\n"
     ]
    }
   ],
   "source": [
    "print(\"训练SVM分类模型开始\")\n",
    "t0 = time()\n",
    "#构建归类精确度5x6=30\n",
    "param_grid = {'C': [1e3, 5e3, 1e4, 5e4, 1e5],\n",
    "'gamma': [0.0001, 0.0005, 0.001, 0.005, 0.01, 0.1], }\n",
    "#图片用rbf核函数,权重自动选取\n",
    "clf = GridSearchCV(SVC(kernel='rbf', class_weight='balanced'), param_grid)\n",
    "clf = clf.fit(X_train_pca, y_train)\n",
    "print(\"SVM训练结束，结果如下：\" \"SVM训练用时 %0.3fs\" % (time() - t0))\n",
    "print(clf.best_estimator_)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "321d57ce",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "测试集SVM分类模型开始\n",
      "测试集用时 0.042s\n",
      "误差衡量\n",
      "                   precision    recall  f1-score   support\n",
      "\n",
      "     Ariel Sharon       0.90      0.43      0.58        21\n",
      "     Colin Powell       0.82      0.95      0.88        57\n",
      "  Donald Rumsfeld       0.89      0.78      0.83        32\n",
      "    George W Bush       0.83      0.95      0.89       134\n",
      "Gerhard Schroeder       0.80      0.80      0.80        25\n",
      "      Hugo Chavez       1.00      0.56      0.71        18\n",
      "       Tony Blair       1.00      0.86      0.92        35\n",
      "\n",
      "         accuracy                           0.85       322\n",
      "        macro avg       0.89      0.76      0.80       322\n",
      "     weighted avg       0.86      0.85      0.85       322\n",
      "\n",
      "预测值和实际值对角矩阵\n",
      "[[  9   3   1   8   0   0   0]\n",
      " [  0  54   0   3   0   0   0]\n",
      " [  1   2  25   4   0   0   0]\n",
      " [  0   2   2 127   3   0   0]\n",
      " [  0   1   0   4  20   0   0]\n",
      " [  0   3   0   3   2  10   0]\n",
      " [  0   1   0   4   0   0  30]]\n"
     ]
    }
   ],
   "source": [
    "print(\"测试集SVM分类模型开始\")\n",
    "\n",
    "t0 = time()\n",
    "y_pred = clf.predict(X_test_pca)\n",
    "print(\"测试集用时 %0.3fs\" % (time() - t0))\n",
    "\n",
    "print(\"误差衡量\")\n",
    "# 数据中1的个数为a，预测1的次数为b，预测1命中的次数为c\n",
    "# 准确率 precision = c / b\n",
    "# 召回率 recall = c / a\n",
    "# f1_score = 2 * precision * recall / (precision + recall)\n",
    "\n",
    "print(classification_report(y_test, y_pred, target_names=target_names))\n",
    "print(\"预测值和实际值对角矩阵\")\n",
    "print(confusion_matrix(y_test, y_pred, labels=range(n_classes)))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "cf688e43",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 518.4x518.4 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 518.4x518.4 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot(images, titles, h, w, n_row=3, n_col=4):\n",
    "    plt.figure(figsize=(1.8 * n_col, 2.4 * n_row))\n",
    "    plt.subplots_adjust(bottom=0, left=.01, right=.99, top=.90, hspace=.35)\n",
    "    for i in range(n_row * n_col):\n",
    "        plt.subplot(n_row, n_col, i + 1)\n",
    "        plt.imshow(images[i].reshape((h, w)), cmap=plt.cm.gray)\n",
    "        plt.title(titles[i], size=12)\n",
    "        plt.xticks(())\n",
    "        plt.yticks(())\n",
    "\n",
    "def title(y_pred, y_test, target_names, i):\n",
    "    pred_name = target_names[y_pred[i]].rsplit(' ', 1)[-1]\n",
    "    true_name = target_names[y_test[i]].rsplit(' ', 1)[-1]\n",
    "    return '预测值: %s\\n 实际值: %s' % (pred_name, true_name)\n",
    "\n",
    "prediction_titles = [title(y_pred, y_test, target_names, i)\n",
    "for i in range(y_pred.shape[0])]\n",
    "\n",
    "plot(X_test, prediction_titles, h, w)\n",
    "\n",
    "eigenface_titles = [\"特征脸 %d\" % i for i in range(eigenfaces.shape[0])]\n",
    "plot(eigenfaces, eigenface_titles, h, w)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "83be1df3",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
